Open AccessDesign of big data technology prototype for classification of village status based on village development index involves k-means algorithm to support village ministry Pdtt work programs
Author(s) -
Paska Marto Hasugian,
Harvei Desmon Hutahaean,
Bosker Sinaga,
Sriadhi Sriadhi,
Saronom Silaban
Publication year - 2021
Publication title -
journal of physics. conference series
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 85
eISSN - 1742-6596
pISSN - 1742-6588
DOI - 10.1088/1742-6596/1811/1/012012
Subject(s) - christian ministry , index (typography) , work (physics) , big data , computer science , data mining , data science , engineering , engineering management , world wide web , political science , mechanical engineering , law
Big data technology is the overall technology that can handle the processing associated with analyzing the data to explore the potential that is in it. Some of the uses of big data are based on the biggest data traffic sources, such as social media, financial transactions, public data, censorship data, and company data. The problem found in the accumulation of village status data that has not been utilized in the decision-making process to determine the status of the next village and the absence of an application to process the data stored in the data database so that a tool is developed to analyze the buildup. The results of this study are to produce a prototype design that is Unified Modeling Language (UML) design, Form Design, and Database Design that will be used to develop Big Data Technology in determining the classification of village status based on the Village Build index.